Zeynep Akata

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Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics CampusVerified email at mpi-inf.mpg.de
Yongqin XianGoogleVerified email at google.com
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu
Massimiliano ManciniUniversity of TrentoVerified email at unitn.it
A. Sophia KoepkeUniversity of Tübingen and Technical University of MunichVerified email at uni-tuebingen.de
Cordelia SchmidResearch director INRIA Verified email at inria.fr
Karsten RothELLIS, IMPRS-IS, University of TübingenVerified email at uni-tuebingen.de
Stephan AlanizPostdoc, Helmholtz MunichVerified email at helmholtz-munich.de
Honglak LeeLG AI Research / U. MichiganVerified email at umich.edu
Scott ReedResearch Scientist, NVIDIA ResearchVerified email at google.com
Lisa Anne M HendricksDeepMindVerified email at google.com
Florent PerronninNaver Labs EuropeVerified email at naverlabs.com
Anjan DuttaSenior Lecturer of Computer Science, University of SurreyVerified email at surrey.ac.uk
Yanbei ChenAmazon AGIVerified email at amazon.com
Eric SchulzHelmholtz MunichVerified email at helmholtz-munich.de
Wenjia Xu（许文嘉）Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Marcus RohrbachProfessor for Multimodal Reliable AI, TU Darmstadt, GermanyVerified email at tu-darmstadt.de
Anna RohrbachProfessor, TU Darmstadt, GermanyVerified email at tu-darmstadt.de
Zaid HarchaouiUniversity of WashingtonVerified email at uw.edu
Leonard SalewskiPhD Student - International Max Planck Research School for Intelligent Systems, Universität TübingenVerified email at uni-tuebingen.de

Zeynep Akata

Professor at TUM and Director at Helmholtz Munich

Verified email at helmholtz-munich.de - Homepage

Machine Learning Vision and Language Zero-Shot Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Generative adversarial text to image synthesis S Reed, Z Akata, X Yan, L Logeswaran, B Schiele, H Lee ICML, 2016	4321	2016
Zero-shot learning-A comprehensive evaluation of the good, the bad and the ugly Y Xian, CH Lampert, B Schiele, Z Akata IEEE TPAMI, 2019	2001	2019
Evaluation of Output Embeddings for Fine-Grained Image Classification Z Akata, S Reed, D Walter, H Lee, B Schiele IEEE CVPR, 2015	1276	2015
Feature Generating Networks for Zero-Shot Learning Y Xian, T Lorenz, B Schiele, Z Akata IEEE CVPR, 2018	1216	2018
Learning deep representations of fine-grained visual descriptions S Reed, Z Akata, H Lee, B Schiele IEEE CVPR, 2016	1083	2016
Zero-Shot Learning-The Good, the Bad and the Ugly Y Xian, B Schiele, Z Akata IEEE CVPR, 2017	986	2017
Label-embedding for image classification Z Akata, F Perronnin, Z Harchaoui, C Schmid IEEE TPAMI 38 (7), 1425-1438, 2016	985	2016
Learning what and where to draw SE Reed, Z Akata, S Mohan, S Tenka, B Schiele, H Lee NIPS, 2016	944	2016
Latent embeddings for zero-shot classification Y Xian, Z Akata, G Sharma, Q Nguyen, M Hein, B Schiele IEEE CVPR, 2016	875	2016
Label-embedding for attribute-based classification Z Akata, F Perronnin, Z Harchaoui, C Schmid IEEE CVPR, 2013	846	2013
Generalized Zero-and Few-Shot Learning via Aligned Variational Autoencoders E Schönfeld, S Ebrahimi, S Sinha, T Darrell, Z Akata IEEE CVPR, 2019	817	2019
Generating visual explanations LA Hendricks, Z Akata, M Rohrbach, J Donahue, B Schiele, T Darrell ECCV, 2016	786	2016
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Y Xian, S Sharma, B Schiele, Z Akata IEEE CVPR, 2019	630	2019
Multimodal explanations: Justifying decisions and pointing to the evidence DH Park, LA Hendricks, Z Akata, B Schiele, T Darrell, M Rohrbach IEEE CVPR, 2018	612*	2018
Explainable AI: the new 42? R Goebel, A Chander, K Holzinger, F Lecue, Z Akata, S Stumpf, ... International cross-domain conference for machine learning and knowledge …, 2018	462	2018
A research agenda for hybrid intelligence: augmenting human intellect with collaborative, adaptive, responsible, and explainable artificial intelligence Z Akata, D Balliet, M De Rijke, F Dignum, V Dignum, G Eiben, A Fokkens, ... Computer 53 (8), 18-28, 2020	427	2020
Learning to generate images of outdoor scenes from attributes and semantic layouts L Karacan, Z Akata, A Erdem, E Erdem arXiv preprint arXiv:1612.00215, 2016	410	2016
Textual Explanations for Self-Driving Vehicles J Kim, A Rohrbach, T Darrell, J Canny, Z Akata ECCV, 2018	402	2018
Attribute prototype network for zero-shot learning W Xu, Y Xian, J Wang, B Schiele, Z Akata NeurIPS, 2020	344	2020
Good practice in large-scale learning for image classification Z Akata, F Perronnin, Z Harchaoui, C Schmid IEEE TPAMI 36 (3), 507-520, 2014	341	2014

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